Python: validation/runs/medsea_east/medsea_east.nc
Reference: /home/nick/projects/pygotm/validation/reference/medsea_east/EMED1D_annual_daily.nc
1. PyGOTM variables
| Status | Variable | Reference (full precision) | Calculated (full precision) | Raw Frechet | Score (Normalized Frechet / d_rel) | Peak-sensitive d_norm |
|---|
| PASS | rho_p | 1027.3314208984375 | 1027.319091796875 | 1.587e-03 | 5.617e-04 | 1.815e-03 |
| PASS | rho | 1027.4329833984375 | 1027.420654296875 | 1.465e-03 | 3.995e-04 | 1.398e-03 |
| PASS | int_precip | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | int_evap | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | int_swr | 4314433536 | 4314434048 | 5.120e+02 | 0.000e+00 | 0.000e+00 |
| PASS | int_heat | -3496184320 | -3496167936 | 1.638e+04 | 5.930e-07 | 5.930e-07 |
| PASS | int_total | 1170590976 | 1170607488 | 1.638e+04 | 5.263e-04 | 5.263e-04 |
| PASS | I_0 | 0 | 1.6283259734062999e-14 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | mld_surf | 37.995262145996094 | 36.378643035888672 | 1.617e+00 | 7.055e-03 | 7.055e-03 |
| PASS | temp | 21.728179931640625 | 21.771364212036133 | 6.344e-03 | 6.214e-04 | 1.817e-03 |
| PASS | salt | 39.160327911376953 | 39.160324096679688 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | u | -0.41573813557624817 | -0.4233633279800415 | 2.472e-04 | 2.289e-04 | 5.651e-04 |
| PASS | v | -0.10301888734102249 | -0.095202803611755371 | 2.793e-03 | 2.496e-03 | 1.572e-03 |
| PASS | xP | 0 | 0 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | h | 1.3130244016647339 | 1.3130244016647339 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| MARGINAL | num | 0.052500993013381958 | 0.035325206816196442 | 2.095e-03 | 2.376e-02 | 1.501e-02 |
|
| MARGINAL | nuh | 0.16584332287311554 | 0.1350066065788269 | 2.963e-03 | 2.869e-02 | 2.127e-02 |
|
| MARGINAL | nus | 0.16584332287311554 | 0.1350066065788269 | 2.963e-03 | 2.869e-02 | 2.127e-02 |
|
| PASS | nucl | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | tke | 0.00017186622426379472 | 0.00013547172420658171 | 1.044e-05 | 3.154e-03 | 3.110e-02 |
| PASS | eps | 2.9115524284861749e-06 | 2.9744671792286681e-06 | 4.477e-09 | 9.849e-03 | 1.150e-02 |
| PASS | idpdx | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | idpdy | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | fric | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | drag | 0.018567692488431931 | 0.018567714840173721 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| MARGINAL | SS | 0.013375876471400261 | 0.010347152128815651 | 7.057e-05 | 1.126e-02 | 9.318e-03 |
|
| MARGINAL | P | 2.8540267749121995e-07 | 2.1627025148518442e-07 | 1.883e-09 | 1.911e-02 | 1.316e-02 |
|
| PASS | uu | 0.0080657145008444786 | 0.0088529977947473526 | 6.759e-06 | 6.846e-03 | 2.653e-02 |
| PASS | vv | 0.061142858117818832 | 0.066405266523361206 | 5.215e-06 | 2.132e-03 | 1.970e-02 |
| MARGINAL | ww | 0.00011147751501994208 | 8.0307028838433325e-05 | 9.696e-06 | 1.090e-02 | 2.274e-02 |
|
| PASS | NN | 0.002665237057954073 | 0.0024125142954289913 | 1.674e-05 | 4.184e-03 | 4.600e-03 |
| PASS | NNT | 0.002665237057954073 | 0.0024125142954289913 | 1.674e-05 | 4.184e-03 | 4.600e-03 |
| PASS | NNS | -0.00016047983081080019 | -0.00016048122779466212 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | buoy | -0.0031661100219935179 | -0.0030479833949357271 | 1.469e-05 | 5.688e-04 | 2.991e-03 |
| PASS | kb | 2.8629372650357254e-07 | 3.6401209513314825e-07 | 3.281e-11 | 8.955e-03 | 4.828e-02 |
| PASS | epsb | 4.0788447619455326e-10 | 3.5441136136959983e-10 | 0.000e+00 | 0.000e+00 | 5.000e-02 |
| MARGINAL | G | -4.8085627923910579e-08 | -6.7640335998930823e-08 | 6.134e-09 | 3.625e-02 | 2.701e-02 |
|
| PASS | Pb | 1.8884840913280243e-10 | 2.0872367723079321e-10 | 0.000e+00 | 0.000e+00 | 2.319e-02 |
| MARGINAL | avh | 0.072212427854537964 | 0.051624543964862823 | 8.654e-04 | 2.489e-02 | 8.879e-03 |
|
| PASS | Rig | 14138.5 | 15203.2041015625 | 4.243e+00 | 7.487e-03 | 5.186e-03 |
| MARGINAL | L | 5.9749431610107422 | 7.5256800651550293 | 2.841e-01 | 1.655e-02 | 1.662e-02 |
|
| PASS | PSTK | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| MARGINAL | cmue1 | 0.17126460373401642 | 0.32017573714256287 | 3.774e-02 | 3.832e-02 | 4.232e-02 |
|
| MARGINAL | cmue2 | 0.91507405042648315 | 0.6288331151008606 | 3.081e-02 | 4.685e-02 | 5.187e-02 |
|
| MARGINAL | an | -680.19036865234375 | -1518.553466796875 | 8.546e+00 | 2.226e-02 | 1.428e-02 |
|
| MARGINAL | as | 8423.919921875 | 9156.6162109375 | 1.621e+01 | 1.155e-02 | 9.725e-03 |
|
| MARGINAL | at | 21225.248046875 | 27412.56640625 | 9.425e+00 | 1.273e-02 | 1.167e-02 |
|
| MARGINAL | taux | 0.0010646069422364235 | 0.0011528965551406145 | 3.267e-06 | 1.799e-02 | 1.452e-02 |
|
| MARGINAL | tauy | 0.0050043542869389057 | 0.0052510290406644344 | 4.403e-07 | 1.705e-02 | 1.395e-02 |
|
| PASS | taub | 0.0093678869307041168 | 0.0093679185956716537 | 2.421e-08 | 9.496e-07 | 1.273e-06 |
| PASS | mld_bott | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | bioshade | 1 | 1 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | ga | 0.0065651219338178635 | 0.0065651219338178635 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | Ekin | 2881.47705078125 | 2880.04345703125 | 1.434e+00 | 5.540e-05 | 6.320e-05 |
| PASS | Epot | 175886.546875 | 175884.328125 | 2.016e+00 | 3.482e-06 | 3.625e-06 |
| PASS | Eturb | 37.874332427978516 | 36.795272827148438 | 1.079e+00 | 3.038e-03 | 3.038e-03 |
2. PyFABM variables
| Status | Variable | Reference (full precision) | Calculated (full precision) | Raw Frechet | Score (Normalized Frechet / d_rel) | Peak-sensitive d_norm |
|---|
| PASS | zeta | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | u_taus | 0.0090774847194552422 | 0.0090775080025196075 | 2.328e-08 | 0.000e+00 | 0.000e+00 |
| PASS | u10 | -5.6174750328063965 | -5.6174750328063965 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | v10 | -3.2709145545959473 | -3.2709145545959473 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | airt | 14.52419376373291 | 14.52419376373291 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | airp | 101478 | 101478 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | hum | 7.5836119651794434 | 7.5836119651794434 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | es | 2395.41015625 | 2395.460693359375 | 5.054e-02 | 1.894e-05 | 1.894e-05 |
| PASS | ea | 2357.06201171875 | 2357.061767578125 | 2.441e-04 | 0.000e+00 | 0.000e+00 |
| PASS | qs | 0.014795301482081413 | 0.014795616269111633 | 3.148e-07 | 1.872e-05 | 1.872e-05 |
| PASS | qa | 0.016889724880456924 | 0.016889723017811775 | 1.863e-09 | 0.000e+00 | 0.000e+00 |
| PASS | rhoa | 1.1807892322540283 | 1.1807893514633179 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | cloud | 0.93172800540924072 | 0.93172800540924072 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | albedo | 0.71899992227554321 | 0.71899998188018799 | 5.960e-08 | 0.000e+00 | 0.000e+00 |
| PASS | precip | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | evap | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | qh | -65.359733581542969 | -65.366584777832031 | 3.809e-03 | 6.886e-04 | 6.884e-04 |
| PASS | qe | -399.68304443359375 | -399.69992065429688 | 9.460e-03 | 1.166e-05 | 1.289e-04 |
| PASS | ql | -79.0635986328125 | -79.065879821777344 | 2.281e-03 | 2.019e-05 | 2.019e-05 |
| PASS | heat | -675.57763671875 | -675.60870361328125 | 1.868e-02 | 2.780e-05 | 4.624e-05 |
| PASS | tx | 0.00030494321254082024 | 0.00030494361999444664 | 2.510e-10 | 0.000e+00 | 0.000e+00 |
| PASS | ty | -6.6263964981772006e-05 | -6.6264306951779872e-05 | 3.420e-10 | 0.000e+00 | 0.000e+00 |
| PASS | sst | 20.72587776184082 | 20.726221084594727 | 3.433e-04 | 5.378e-06 | 5.378e-06 |
| PASS | sst_obs | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | sss | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | temp_p | 21.870401382446289 | 21.91374397277832 | 6.372e-03 | 6.273e-04 | 1.817e-03 |
| PASS | temp_i | 21.875173568725586 | 21.918521881103516 | 6.378e-03 | 6.280e-04 | 1.816e-03 |
| PASS | salt_p | 38.937019348144531 | 38.937015533447266 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | temp_obs | 15.822882652282715 | 15.822882652282715 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | salt_obs | 38.919090270996094 | 38.919090270996094 | 0.000e+00 | 0.000e+00 | 0.000e+00 |
| PASS | jrc_med_ergom_pp | 0.00055477960268035531 | 0.00056710810167714953 | 4.182e-06 | 1.106e-03 | 2.487e-03 |
| PASS | jrc_med_ergom_ff | 0.039029631763696671 | 0.037498284131288528 | 3.674e-04 | 2.455e-03 | 1.345e-03 |
| PASS | jrc_med_ergom_bb | 0.0011383794480934739 | 0.0012204728554934263 | 1.345e-05 | 1.530e-03 | 3.763e-03 |
| PASS | jrc_med_ergom_zz | 0.0097187161445617676 | 0.0097599197179079056 | 5.984e-06 | 5.656e-04 | 2.719e-03 |
| PASS | jrc_med_ergom_dd | 0.0091934241354465485 | 0.0090807974338531494 | 8.564e-06 | 3.855e-05 | 3.782e-04 |
| PASS | jrc_med_ergom_aa | 0.0021285470575094223 | 0.0022456382866948843 | 6.110e-06 | 1.746e-04 | 2.475e-03 |
| PASS | jrc_med_ergom_nn | 0.1205989196896553 | 0.10715959966182709 | 1.765e-03 | 4.421e-03 | 2.974e-03 |
| PASS | jrc_med_ergom_po | 0.0053780572488903999 | 0.0056854439899325371 | 5.170e-05 | 1.113e-03 | 1.977e-03 |
| PASS | jrc_med_ergom_o2 | 246.82110595703125 | 247.68978881835938 | 1.300e-01 | 1.358e-03 | 5.017e-03 |
| PASS | jrc_med_ergom_pw | 0.0012008679332211614 | 0.0011990185594186187 | 1.127e-07 | 1.699e-04 | 1.851e-04 |
| PASS | jrc_med_ergom_fl | 2.4022476673126221 | 2.4021992683410645 | 4.816e-05 | 0.000e+00 | 0.000e+00 |
| PASS | jrc_med_ergom_pb | 1.1535171270370483 | 1.1535166501998901 | 4.768e-07 | 0.000e+00 | 0.000e+00 |
| PASS | u_obs | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | v_obs | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gamu | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gamv | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gamh | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gams | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gamb | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | gam | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | r | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | u_taub | 0.0010465795639902353 | 0.0010465688537806273 | 1.071e-08 | 5.055e-07 | 6.832e-07 |
| PASS | rad | 0 | 9.4063762651913109e-15 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | us | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | vs | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | dusdz | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | dvsdz | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | us0 | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | vs0 | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | ds | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | jrc_med_ergom_Nit | 1.6886330842971802 | 1.5004185438156128 | 2.472e-02 | 4.424e-03 | 2.975e-03 |
| PASS | jrc_med_ergom_Amm | 0.030249157920479774 | 0.031962975859642029 | 9.014e-05 | 1.959e-04 | 2.565e-03 |
| PASS | jrc_med_ergom_TN | 2.290381908416748 | 2.0807297229766846 | 2.987e-02 | 5.241e-03 | 3.848e-03 |
| PASS | jrc_med_ergom_Pho | 0.16650585830211639 | 0.17602802813053131 | 1.602e-03 | 1.114e-03 | 1.982e-03 |
| PASS | jrc_med_ergom_TP | 0.24663303792476654 | 0.25332605838775635 | 9.015e-04 | 5.715e-04 | 3.243e-04 |
| PASS | jrc_med_ergom_DO_mg | 7897.98974609375 | 7925.78662109375 | 4.161e+00 | 1.358e-03 | 5.033e-03 |
| PASS | jrc_med_ergom_pp_chla | 0.33684432506561279 | 0.33686307072639465 | 6.378e-06 | 1.151e-04 | 1.858e-04 |
| PASS | jrc_med_ergom_ff_chla | 0.39539965987205505 | 0.3930690586566925 | 5.591e-04 | 1.855e-03 | 2.412e-03 |
| PASS | jrc_med_ergom_bb_chla | 0.33773249387741089 | 0.33785742521286011 | 2.047e-05 | 1.049e-03 | 3.380e-03 |
| PASS | jrc_med_ergom_tot_chla | 0.041391000151634216 | 0.039929553866386414 | 3.617e-04 | 2.592e-03 | 1.396e-03 |
| PASS | jrc_med_ergom_PAR | 0 | 5.5937268096033048e-15 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | jrc_med_ergom_GPP | 0 | 9.7362946649320336e-21 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | jrc_med_ergom_NCP | -4.7906247857554263e-09 | -4.6214760907048458e-09 | 4.186e-11 | 1.610e-03 (d_rel) | 1.396e-03 |
| PASS | jrc_med_ergom_PPR | 0 | 9.5516104401516646e-16 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | jrc_med_ergom_NPR | -0.0004139099910389632 | -0.00039929553167894483 | 3.617e-06 | 2.592e-03 | 1.396e-03 |
| PASS | jrc_med_ergom_NFX | 0 | 1.083355656526133e-18 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | jrc_med_ergom_DNP | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | attenuation_coefficient_of_photosynthetic_radiative_flux | 0.0015670593129470944 | 0.0016102547524496913 | 1.091e-05 | 1.150e-03 | 1.066e-03 |
| PASS | jrc_med_ergom_DNB | 0.052320282906293869 | 0.052319228649139404 | 1.051e-06 | 0.000e+00 | 0.000e+00 |
| PASS | jrc_med_ergom_SBR | 0.0028340870048850775 | 0.0028340851422399282 | 1.863e-09 | 0.000e+00 | 0.000e+00 |
| PASS | jrc_med_ergom_PBR | 1.9391536625334993e-05 | 1.939114008564502e-05 | 3.965e-10 | 3.774e-06 | 3.774e-06 |
| PASS | jrc_med_ergom_OFL | 0.80697333812713623 | 0.78067409992218018 | 2.630e-02 | 6.553e-03 | 1.015e-01 |
| PASS | surface_drag_coefficient_in_air | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |
| PASS | surface_albedo | 0 | 0 | 0.000e+00 | 0.000e+00 (d_rel) | 0.000e+00 |